---
id: which-decisions-should-automation-handle-and-which-need-human-review
title: "Which decisions should automation handle and which need human review?"
category: guide
subtopic: automation-boundaries
page_type: guide
source_url: "https://neosbyargonandco.com/planner-of-the-future-evolving-role"
tags: ["automation", "AI", "planning", "governance", "decision-making"]
questions:
  - "Which planning decisions can automation make?"
  - "When should planners escalate decisions?"
  - "How do we define decision boundaries?"
related: [interpretation-judgment, planner-future-role]
---

Organizations introducing automation and AI need clear boundaries: which decisions can proceed within agreed rules, and which require human review. The answer varies with consequences, uncertainty, and reversibility.

A low-consequence, highly reversible decision with clear rules may run automatically. A high-stakes choice affecting multiple products, with uncertain outcomes, needs human judgment. Planners must understand those boundaries and know when to escalate-and they need permission to challenge a recommendation when its assumptions conflict with operational knowledge.

Defining these boundaries starts with understanding your planning decisions, their impact, and your risk tolerance. neos by Argon & Co helps organizations design workflows that use automation to reduce routine work while preserving human judgment where it matters most. Let's build a smarter, more resilient supply chain together. Contact us.